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Spatial evaluation of land-use dynamics in gold mining area using remote sensing and GIS technology

机译:利用遥感和GIS技术对金矿区土地利用动力学的空间评价

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Gold mining operations generate a range of ecological and environmental impacts that can be measured spatially using geographic information system and remote sensing methods. This study assessed land-use and land-cover dynamics in the gold mining area using geographic information system and remote sensing techniques with the aid of Landsat 5 for years 1984, 1994, 2004 and Landsat 8 for 2014 and 2019 obtained from the United States Geological Survey and Remote Pixel Databases using ArcGIS 10.4 and R programming. The result from the study revealed the current changes and how they have evolved over the years where tailings dam and built-up areas increased from 90.5 to 172.9 km(2) between the year 1984 and 2019, while mine effluent (return water ponds) and water bodies increased from 14.7 to 18.8 km(2) during the same period. The area also experienced increased vegetation from 342.5 to 371.1 km(2) (though fluctuating during the study period) an indication that the area has witnessed revegetation in the area. Results from the study further revealed the vegetation health in the area utilises some vegetation indices such as the Global Environmental Monitoring Index, Normalised Difference Impervious Surface Index and Normalised Difference Moisture Index. Findings from the study show that areas with low index values are susceptible to the impact of mining and other anthropogenic activities, whereas high-index areas connote little or no impact. The outcome of this study provides a cost-effective tool for evaluating environmental impacts in mining areas that can drive policy interventions for remediation in affected areas.
机译:金矿业务产生一系列生态和环境影响,可以使用地理信息系统和遥感方法在空间上测量。本研究评估了使用地理信息系统和遥感技术的土地利用和陆地覆盖动态,借助于Landsat 5年度1984年,1994年,2004年和2014年Landsat 8,从美国地质获得使用ArcGIS 10.4和R编程调查和远程像素数据库。该研究的结果揭示了目前的变化以及它们在尾矿坝和建筑区域的几年中发展到1984年和2019年之间的90.5至172.9公里(2),而矿井流出物(返回水池)和在同一时期,水体从14.7%增加到18.8 km(2)。该地区还经历了342.5至371.1公里的植被增加(虽然在研究期间波动)这表明该地区在该地区目睹了植物。研究结果进一步揭示了该地区的植被健康利用一些植被指数,如全球环境监测指标,归一化差异不透水表面指数和归一化差异湿度指数。研究结果表明,指标值低的区域易受采矿和其他人类活动的影响,而高折射率地区的影响很少或没有影响。本研究的结果提供了一种成本效益的工具,用于评估可能在受影响地区进行修复的政策干预的挖掘区域的环境影响。

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